Engineering & DevTools

Amazon Q Developer is a generative AI assistant for software development that runs inside your IDE, the AWS Management Console, and chat tools like Slack and Microsoft Teams. It goes beyond code completion to autonomously implement features, refactor and test code, perform software upgrades, and help operate workloads on AWS. Designed for professional developers and teams building on AWS.

CoTester is an AI agent embedded in the TestGrid platform that acts as an always-available teammate for software testing. It’s designed for QA and development teams to modernize and automate testing across web and mobile, using TestGrid’s real-device and browser infrastructure. You use it alongside TestGrid’s codeless, scripted, and manual testing workflows to speed up test generation and execution.

Qodo is an AI-powered code review platform that plugs into your IDE and Git workflows to surface real issues, enforce standards, and speed up reviews. It analyzes only the necessary code, provides context-aware suggestions, and can automatically check compliance against your organization’s policies. Designed for engineering teams and enterprises that need consistent code quality across complex, multi-repo codebases.

Devin is an AI software engineer built by Cognition that focuses on automating software engineering and related data work. According to Cognition’s blog, teams use it for tasks like .NET Framework to .NET Core migrations and data analysis. It targets engineering-focused organizations that want to scale their development capacity with agentic automation.

Continue embeds AI agents directly into IDEs like VS Code and Android Studio, and lets you manage cloud agents through a central Mission Control interface. You can connect multiple model providers, run agents locally or remotely, and wire them up with tools, secrets, and codebase indexing. It’s aimed at developers and teams who want configurable, agentic workflows rather than a simple chat bot in the editor.

Cursor is a developer-focused AI environment that adds agents, context, and automation around your repositories. It combines an editor-like interface, a CLI, and a cloud agent API to automate code review, bug fixing, CI hygiene, and more. Designed for individual developers and engineering teams who want AI to take real actions in their code and infrastructure, not just chat.

Devin is an AI software engineer that can autonomously execute software tasks from your backlog, from refactors to feature work. It integrates with tools like Slack, Teams, Linear, and Jira so you can assign tickets, review its plan, and have it test and open PRs on its own. Designed for engineering organizations that want to clear backlogs and handle large-scale code migrations with less manual effort.

Exceeds AI helps engineering leaders measure how AI is actually used across their teams and how it impacts delivery and code quality. It builds live profiles of engineers’ AI activity, highlights adoption patterns, and flags where AI is helping or hurting. An embedded AI assistant then turns those insights into concrete coaching recommendations for managers and individual engineers.

Factory AI is a developer-focused platform that unifies access to multiple frontier models under a single token-based pricing system. It powers Factory Droid, an AI coding agent you can run inside the Zed editor, and exposes a CLI and API for programmatic use. It’s aimed at teams who want to run serious LLM workloads without juggling per-provider billing and setup.

GitHub Copilot is an AI assistant for developers that lives in your IDE, GitHub, and terminal. It can autocomplete code, explain and edit files, and even act as an autonomous coding agent that implements issues and opens pull requests. Designed for individual developers and teams, it integrates tightly with GitHub and major IDEs to accelerate the entire software development workflow.

IFTTT Pro lets you connect your web service to the IFTTT automation ecosystem and verify it with a fully automated API testing tool. You define triggers and actions, provide sample data, and IFTTT validates your endpoints before publication. Ideal for developers who want embeddable integrations between their service and platforms like Google Calendar.

Kiro Autonomous Agent is an AWS-hosted AI agent that executes tasks and generates responses using your task descriptions, chat messages, and code changes. It focuses heavily on data protection, with US-based data storage, encryption in transit and at rest, and options to control how your content is used for service improvement. Designed for teams already on AWS who need clear compliance and security guarantees around autonomous agent usage.

Manus is an AI website and web app builder that turns plain‑English prompts into full‑stack, SEO‑optimized applications. It sets up frontend, backend, database, auth, and key integrations like Stripe without you writing code. You can export clean code, connect a custom domain, and refine the design visually.

Replit Ghostwriter (referred to in the docs as Replit AI) is an AI assistant built into the Replit Workspace. It helps you set up new projects, answer questions about your code, and support your problem‑solving process directly where you write code. You access it from a dedicated AI tab inside your Replit environment.

Zencoder is an AI coding agent platform with automated testing and team-ready features. It helps developers generate and work with code, run intelligent unit/UI tests via agents, and connect to 100+ tools. Designed for engineering teams that want agentic workflows rather than just a chat-style assistant.